Search

Start Over Keyword gradient descent

1. SOCCER ANALYTICS: AN EXAMINATION OF CURRENT APPROACHES FOR GAME OUTCOME PREDICTION AND THE POTENTIAL OF DEEP LEARNING WITH ARTIFICIAL NEURAL NETWORKS

open_access
Open Access
Author:
Gomez Lorente, Juan
Title:
SOCCER ANALYTICS: AN EXAMINATION OF CURRENT APPROACHES FOR GAME OUTCOME PREDICTION AND THE POTENTIAL OF DEEP LEARNING WITH ARTIFICIAL NEURAL NETWORKS
Area of Honors:
Industrial Engineering
Keywords:
Machine Learning
Deep Learning
Neural Networks
Artificial Neural Networks
Poisson Regression
Soccer
Sports Analytics
Betting
Predictive Modelling
Moneyball Analytics
SoftMax Classifier
Regression
effects encoding
feed-forward networks
backpropagation
gradient descent
resilient backpropagation
Newton's Method
Taylor Series expansion
Manhattan Rule
Broyden–Fletcher–Goldfarb–Shanno algorithm
BFGS
Quasi-Newton Methods
File:
Download Juan_GomezLorente.pdf
Thesis Supervisors:
Hui Yang, Thesis Supervisor
Dr. Catherine Mary Harmonosky, Thesis Honors Advisor

2. Error correcting codes for distributed non-linear function computation

restricted_to_institution
Restricted (Penn State Only)
Author:
Tapha, Thitiwat
Title:
Error correcting codes for distributed non-linear function computation
Area of Honors:
Electrical Engineering
Keywords:
Communication system
optimization
gradient descent
alternating optimization
logistic regression
loss function
matrix-multiplication
File:
Login to Download
Thesis Supervisors:
Viveck Ramesh Cadambe, Thesis Supervisor
Julio Urbina, Thesis Honors Advisor